diff --git a/apps/cli/src/commands/learn.ts b/apps/cli/src/commands/learn.ts
index ed94dd67a..af5f45920 100644
--- a/apps/cli/src/commands/learn.ts
+++ b/apps/cli/src/commands/learn.ts
@@ -1,11 +1,18 @@
+import * as fs from "node:fs";
 import { readFile } from "node:fs/promises";
 import { dirname, extname, resolve, sep } from "node:path";
 import { type PrinterBlueprint, chalk } from "@codemod-com/printer";
-import { type KnownEngines, doubleQuotify } from "@codemod-com/utilities";
+import { parseCodemodSettings, transpile } from "@codemod-com/runner";
+import {
+  type KnownEngines,
+  TarService,
+  doubleQuotify,
+} from "@codemod-com/utilities";
 import { AxiosError } from "axios";
 import inquirer from "inquirer";
 import open from "open";
-import { createCodeDiff } from "../apis.js";
+import { createCodeDiff, sendAIRequest } from "../apis.js";
+import { buildSourcedCodemodOptions } from "../buildCodemodOptions.js";
 import {
   findModifiedFiles,
   getFileFromCommit,
@@ -13,6 +20,7 @@ import {
   getLatestCommitHash,
   isFileInGitDirectory,
 } from "../gitCommands.js";
+import { getCodemodPrompt, getCurrentUserOrLogin } from "../utils.js";
 
 // remove all special characters and whitespaces
 const removeSpecialCharacters = (str: string) =>
@@ -63,8 +71,9 @@ export const handleLearnCliCommand = async (options: {
   printer: PrinterBlueprint;
   target: string | null;
   source: string | null;
+  engine: string | null;
 }) => {
-  const { printer, target, source } = options;
+  const { printer, target, source, engine } = options;
 
   if (target !== null && !isFileInGitDirectory(target)) {
     printer.printOperationMessage({
@@ -252,35 +261,85 @@ export const handleLearnCliCommand = async (options: {
   );
 
   if (source !== null) {
+    const userData = await getCurrentUserOrLogin({
+      message: "Please login to continue.",
+      printer,
+    });
+
+    const codemodSettings = parseCodemodSettings({ source, engine });
+    if (codemodSettings.kind !== "runSourced") {
+      return printer.printOperationMessage({
+        kind: "error",
+        message: "Unexpected codemod settings parsing result.",
+      });
+    }
+
+    const tarService = new TarService(fs);
+
     // Improve existing codemod
-    await Promise.all(
-      Object.entries(diffs).map(async ([path, fileDiffs]) =>
-        fileDiffs.map(({ before, after }, i) => {
-          const spinner = printer.withLoaderMessage(
-            `Processing diff #${i + 1}`,
-          );
-
-          try {
-            // 1. send request to AI service
-            // 2. update the codemod in the source by adding the test fixture and updating the source code
-            spinner.succeed();
-          } catch (err) {
-            spinner.fail();
-            const error = err as AxiosError<{ message: string }> | Error;
-            printer.printConsoleMessage(
-              "error",
-              `Failed to process diff for file: ${path} - ${
-                error instanceof AxiosError
-                  ? error.response?.data.message
-                  : error.message
-              }`,
-            );
-            return;
-          }
-        }),
-      ),
+    const codemod = await buildSourcedCodemodOptions(
+      fs,
+      printer,
+      codemodSettings,
+      { download: () => void 0 as any },
+      tarService,
     );
 
+    if (codemod.engine !== "jscodeshift") {
+      return printer.printOperationMessage({
+        kind: "error",
+        message: "Recipe codemods are not supported for improving.",
+      });
+    }
+
+    let existingCodemodSource: string;
+    try {
+      const codemodSource = await readFile(codemod.indexPath, {
+        encoding: "utf8",
+      });
+
+      existingCodemodSource = codemod.indexPath.endsWith(".ts")
+        ? transpile(codemodSource.toString())
+        : codemodSource.toString();
+    } catch (err) {
+      return printer.printOperationMessage({
+        kind: "error",
+        message: "Unexpected error occurred while reading the codemod source.",
+      });
+    }
+
+    const prompt = getCodemodPrompt({
+      type: "improve",
+      testCases: Object.values(diffs).flat(),
+      existingCodemodSource,
+    });
+
+    const chatSpinner = printer.withLoaderMessage("Improving your codemod...");
+
+    try {
+      // 1. send request to AI service
+      const response = await sendAIRequest({
+        accessToken: userData.token,
+        prompt,
+      });
+
+      console.log(response);
+      // 2. update the codemod in the source by adding the test fixture and updating the source code
+      chatSpinner.succeed();
+    } catch (err) {
+      chatSpinner.fail();
+      const error = err as AxiosError<{ message: string }> | Error;
+
+      return printer.printConsoleMessage(
+        "error",
+        `Failed to send an API request to the AI service:\n ${
+          error instanceof AxiosError
+            ? error.response?.data.errorText
+            : error.message
+        }`,
+      );
+    }
+
     return;
   }
 
diff --git a/apps/cli/src/executeMainThread.ts b/apps/cli/src/executeMainThread.ts
index 2033eb291..333cc11d7 100644
--- a/apps/cli/src/executeMainThread.ts
+++ b/apps/cli/src/executeMainThread.ts
@@ -233,6 +233,11 @@ export const executeMainThread = async () => {
             alias: "s",
             type: "string",
             description: "path to the codemod to improve on top of",
+          })
+          .option("engine", {
+            type: "string",
+            description: "the engine to use with the standalone codemod",
+            hidden: true,
           }),
       async (args) => {
         const { executeCliCommand, printer } =
@@ -243,6 +248,7 @@ export const executeMainThread = async () => {
             printer,
             target: args.target ?? null,
             source: args.source ?? null,
+            engine: args.engine ?? null,
           }),
         );
       },
diff --git a/apps/cli/src/utils.ts b/apps/cli/src/utils.ts
index d9781bc37..9534319e1 100644
--- a/apps/cli/src/utils.ts
+++ b/apps/cli/src/utils.ts
@@ -206,11 +206,12 @@ const generateCodemodContext = `### Context
 
 const improveCodemodContext = `### Context
 - You will be provided with BEFORE and AFTER code snippet pairs and an existing codemod that might or might not satisfy them.
+- An existing codemod is located in a zip archive sent to you.
 - Use the provided jscodeshift codemod and see whether it would turn each BEFORE snippet into corresponding AFTER snippet.
 - Identify common patterns and improve the codemod to handle all cases.
 - Use only jscodeshift and TypeScript.
 - If comments in AFTER snippets describe the transformation, do not preserve them.
-- Only include the generated codemod in your response, no extra explanations.
+- Only include the download link for the archive with updated code in your response, no extra explanations or text.
 - Comment your code following best practices.
 - Do not import 'namedTypes' or 'builders' from jscodeshift.
 - Always narrow node types using typeguards before accessing their properties.
@@ -380,20 +381,22 @@ const isVariableDeclarator = root.find(j.VariableDeclarator).at(0).isOfType('Var
 \`\`\`
 `;
 
-export function getCodemodPrompt(
-  type: "generate",
-  testCases: { before: string; after: string }[],
-): string;
-export function getCodemodPrompt(
-  type: "improve",
-  testCases: { before: string; after: string }[],
-  existingCodemodSource: string,
-): string;
-export function getCodemodPrompt(
-  type: "improve" | "generate",
-  testCases: { before: string; after: string }[],
-  existingCodemodSource?: string,
-) {
+export function getCodemodPrompt(options: {
+  type: "generate";
+  testCases: { before: string; after: string }[];
+}): string;
+export function getCodemodPrompt(options: {
+  type: "improve";
+  testCases: { before: string; after: string }[];
+  existingCodemodSource: string;
+}): string;
+export function getCodemodPrompt(options: {
+  type: "improve" | "generate";
+  testCases: { before: string; after: string }[];
+  existingCodemodSource?: string;
+}) {
+  const { type, testCases, existingCodemodSource } = options;
+
   return `${type === "generate" ? generateCodemodContext : improveCodemodContext}
 
 ${
diff --git a/apps/modgpt/Dockerfile b/apps/modgpt/Dockerfile
index 8004d1d17..6cfc25393 100644
--- a/apps/modgpt/Dockerfile
+++ b/apps/modgpt/Dockerfile
@@ -24,6 +24,7 @@ RUN pnpm install
 
 # Copy the remaining application files
 COPY apps/modgpt/tsconfig.json apps/modgpt/
+COPY apps/modgpt/reset.d.ts apps/modgpt/
 COPY apps/modgpt/esbuild.config.js apps/modgpt/
 COPY apps/modgpt/src apps/modgpt/src/
 
diff --git a/apps/modgpt/package.json b/apps/modgpt/package.json
index 90707c423..7b4d335da 100644
--- a/apps/modgpt/package.json
+++ b/apps/modgpt/package.json
@@ -10,6 +10,7 @@
   "author": "Codemod inc.",
   "license": "ISC",
   "dependencies": {
+    "@codemod-com/api-types": "workspace:*",
     "@codemod-com/auth": "workspace:*",
     "@fastify/cors": "catalog:",
     "@fastify/multipart": "catalog:",
@@ -19,6 +20,7 @@
     "chatgpt": "catalog:",
     "dotenv": "catalog:",
     "fastify": "catalog:",
+    "openai": "catalog:",
     "openai-edge": "catalog:",
     "replicate": "catalog:",
     "ts-node": "^10.9.2",
diff --git a/apps/modgpt/reset.d.ts b/apps/modgpt/reset.d.ts
new file mode 100644
index 000000000..e4d600ccb
--- /dev/null
+++ b/apps/modgpt/reset.d.ts
@@ -0,0 +1,2 @@
+// Do not add any other lines of code to this file!
+import "@total-typescript/ts-reset";
diff --git a/apps/modgpt/src/routes/sendChat.ts b/apps/modgpt/src/routes/sendChat.ts
index f26902ffd..5d6c94b80 100644
--- a/apps/modgpt/src/routes/sendChat.ts
+++ b/apps/modgpt/src/routes/sendChat.ts
@@ -1,7 +1,11 @@
-import type { IncomingMessage, ServerResponse } from "node:http";
+import {
+  type ApiResponse,
+  BAD_REQUEST,
+  INTERNAL_SERVER_ERROR,
+} from "@codemod-com/api-types";
+import type { MultipartFile } from "@fastify/multipart";
 import { OpenAIStream } from "ai";
-import { ChatGPTAPI, type ChatMessage } from "chatgpt";
-import * as openAiEdge from "openai-edge";
+import OpenAI, { toFile } from "openai";
 import { environment } from "../dev-utils/configs";
 import { corsDisableHeaders } from "../dev-utils/cors";
 import type { Instance } from "../fastifyInstance";
@@ -12,90 +16,111 @@ import { ReplicateService } from "../services/replicateService";
 const { OPEN_AI_API_KEY, CLAUDE_API_KEY, REPLICATE_API_KEY, NODE_ENV } =
   environment;
 
-const OpenAIConfiguration = openAiEdge.Configuration;
-
-const COMPLETION_PARAMS = {
-  top_p: 0.1,
-  temperature: 0.2,
-  model: "gpt-4",
-};
-
-const chatGptApi = new ChatGPTAPI({
-  apiKey: OPEN_AI_API_KEY,
-  completionParams: COMPLETION_PARAMS,
-});
 const claudeService = new ClaudeService(CLAUDE_API_KEY, 1024);
 const replicateService = new ReplicateService(REPLICATE_API_KEY);
-const openAiEdgeApi = new openAiEdge.OpenAIApi(
-  new OpenAIConfiguration({ apiKey: OPEN_AI_API_KEY }),
-);
+const openai = new OpenAI({
+  apiKey: OPEN_AI_API_KEY,
+});
 
 export const getSendChatPath = (instance: Instance) =>
-  instance.post(
+  instance.post<{
+    Reply: ApiResponse<
+      Awaited<ReturnType<typeof openai.chat.completions.create>> | string
+    >;
+  }>(
     "/sendChat",
     { preHandler: instance.authenticate },
     async (request, reply) => {
       const { messages, engine } = parseSendChatBody(request.body);
-      if (!messages[0]) {
-        return reply.code(400).send();
+
+      if (messages.find((msg) => msg.role === "function" && !msg.name)) {
+        return reply.status(400).send({
+          errorText: "Function messages must have a name",
+          error: BAD_REQUEST,
+        });
       }
 
-      let completion: string | ChatMessage | null = null;
+      let completion:
+        | Awaited<ReturnType<typeof openai.chat.completions.create>>
+        | string
+        | null = null;
+
       try {
-        if (engine === "claude-2.0" || engine === "claude-instant-1.2") {
-          completion = await claudeService.complete(
-            engine,
-            messages[0].content,
-          );
-        } else if (engine === "replit-code-v1-3b") {
-          completion = await replicateService.complete(messages[0].content);
-        } else if (engine === "gpt-4-with-chroma") {
-          const prompt = messages
-            .map(({ content, role }) => `${role}: ${content}`)
-            .join("\n");
-          completion = await chatGptApi.sendMessage(prompt);
-        } else if (openAiEdgeApi) {
-          const response = await openAiEdgeApi.createChatCompletion({
-            ...COMPLETION_PARAMS,
-            model: engine,
-            messages: messages.map((msg) => ({
-              role: msg.role,
-              content: msg.content,
-            })),
-            stream: true,
+        switch (engine) {
+          case "claude-2.0":
+          case "claude-instant-1.2":
+            completion = await claudeService.complete(
+              engine,
+              messages[0].content,
+            );
+            break;
+          case "replit-code-v1-3b":
+            completion = await replicateService.complete(messages[0].content);
+            break;
+          case "gpt-4-with-chroma":
+            completion = await openai.chat.completions.create({
+              messages,
+              model: engine ?? "gpt-4",
+            });
+            break;
+        }
+
+        if (completion) {
+          return reply.type("text/plain; charset=utf-8").send(completion);
+        }
+
+        const files: MultipartFile[] = [];
+        for await (const multipartFile of request.files({
+          // 15 MB
+          limits: { fileSize: 1024 * 1024 * 15 },
+        })) {
+          files.push(multipartFile);
+        }
+
+        if (files.length > 1) {
+          return reply.status(400).send({
+            errorText: "Only one file is allowed",
+            error: BAD_REQUEST,
           });
-          const headers = corsDisableHeaders;
+        }
 
-          const stream = OpenAIStream(response);
-          reply.raw.writeHead(200, headers);
-          reply.hijack();
-          const reader = stream.getReader();
-          await pushStreamToReply(reader, reply.raw);
-        } else {
-          throw new Error(
-            "You need to provide the OPEN_AI_API_KEY to use this endpoint",
-          );
+        if (files[0]) {
+          await openai.files.create({
+            file: await toFile(files[0].toBuffer(), "codemod.zip"),
+            purpose: "fine-tune",
+          });
         }
 
-        if (!reply.sent && completion) {
-          reply.type("text/plain; charset=utf-8").send(completion);
+        const response = await openai.chat.completions.create({
+          top_p: 0.1,
+          temperature: 0.2,
+          model: engine ?? "gpt-4",
+          messages,
+          stream: true,
+        });
+
+        const headers = corsDisableHeaders;
+        const stream = OpenAIStream(response);
+        reply.raw.writeHead(200, headers);
+        reply.hijack();
+
+        const reader = stream.getReader();
+        while (true) {
+          const { done, value } = await reader.read();
+
+          if (done) {
+            break;
+          }
+          reply.raw.write(value);
         }
+
+        return reply.raw.end() as any;
       } catch (error) {
         console.error(error);
-        reply.send(error);
+        reply.send({
+          errorText: (error as Error).message,
+          error: INTERNAL_SERVER_ERROR,
+        });
       }
     },
   );
-
-async function pushStreamToReply(
-  reader: ReadableStreamDefaultReader,
-  response: ServerResponse<IncomingMessage>,
-) {
-  const { done, value } = await reader.read();
-  if (done) {
-    response.end();
-    return;
-  }
-  response.write(value);
-  await pushStreamToReply(reader, response);
-}
diff --git a/apps/modgpt/src/schemata/schema.ts b/apps/modgpt/src/schemata/schema.ts
index 991c25ac6..c93887224 100644
--- a/apps/modgpt/src/schemata/schema.ts
+++ b/apps/modgpt/src/schemata/schema.ts
@@ -1,24 +1,35 @@
 import {
-  array,
   literal,
   object,
   optional,
   parse,
   string,
+  tuple,
   union,
 } from "valibot";
 
-export const roles = ["system", "user", "assistant", "function"] as const;
+export const roles = ["system", "user", "assistant"] as const;
+
+export const rolesWithName = ["function"] as const;
+
+export const allRoles = [...roles, ...rolesWithName] as const;
+
+const chatMessageSchema = union([
+  object({
+    content: string(),
+    role: union(rolesWithName.map((r) => literal(r))),
+    name: string(),
+  }),
+  object({
+    content: string(),
+    role: union(roles.map((r) => literal(r))),
+    name: string(),
+  }),
+]);
 
 export const sendChatBodySchema = object({
-  messages: array(
-    object({
-      content: string(),
-      role: union(roles.map((role) => literal(role))),
-      name: optional(string()),
-    }),
-  ),
-  engine: string(),
+  messages: tuple([chatMessageSchema], chatMessageSchema),
+  engine: optional(string()),
 });
 
 export const parseSendChatBody = (input: unknown) =>
diff --git a/apps/modgpt/tsconfig.json b/apps/modgpt/tsconfig.json
index 1be07579a..4fe5ebd82 100644
--- a/apps/modgpt/tsconfig.json
+++ b/apps/modgpt/tsconfig.json
@@ -5,7 +5,7 @@
       "~/*": ["src/*"]
     }
   },
-  "include": ["src/**/*"],
+  "include": ["reset.d.ts", "./src", "./test"],
   "exclude": ["node_modules", "**/*.spec.ts"],
   "extends": "@codemod-com/tsconfig/backend.json"
 }
diff --git a/pnpm-lock.yaml b/pnpm-lock.yaml
index 82e172e8a..f2745acdc 100644
--- a/pnpm-lock.yaml
+++ b/pnpm-lock.yaml
@@ -580,8 +580,8 @@ catalogs:
       specifier: ^8.4.2
       version: 8.4.2
     openai:
-      specifier: 4.23.0
-      version: 4.23.0
+      specifier: ^4.52.7
+      version: 4.52.7
     openai-edge:
       specifier: 1.2.2
       version: 1.2.2
@@ -1011,7 +1011,7 @@ importers:
         version: 5.2.5
       chromadb:
         specifier: 'catalog:'
-        version: 1.7.2(openai@4.23.0)
+        version: 1.7.2(openai@4.52.7)
       cron:
         specifier: 'catalog:'
         version: 3.1.7
@@ -1029,10 +1029,10 @@ importers:
         version: 5.4.1
       langchain:
         specifier: 'catalog:'
-        version: 0.0.209(@aws-crypto/sha256-js@5.2.0)(@aws-sdk/client-s3@3.600.0)(@aws-sdk/credential-provider-node@3.600.0(@aws-sdk/client-sso-oidc@3.600.0)(@aws-sdk/client-sts@3.600.0(@aws-sdk/client-sso-oidc@3.600.0)))(@smithy/util-utf8@2.3.0)(axios@1.7.2)(cheerio@1.0.0-rc.12)(chromadb@1.7.2(openai@4.23.0))(ignore@5.3.1)(ioredis@5.4.1)(jsdom@23.2.0)(jsonwebtoken@9.0.2)(lodash@4.17.21)(openai@4.23.0)(pg@8.12.0)(replicate@0.25.2)(ws@8.17.1)
+        version: 0.0.209(@aws-crypto/sha256-js@5.2.0)(@aws-sdk/client-s3@3.600.0)(@aws-sdk/credential-provider-node@3.600.0(@aws-sdk/client-sso-oidc@3.600.0)(@aws-sdk/client-sts@3.600.0))(@smithy/util-utf8@2.3.0)(axios@1.7.2)(cheerio@1.0.0-rc.12)(chromadb@1.7.2(openai@4.52.7))(ignore@5.3.1)(ioredis@5.4.1)(jsdom@23.2.0)(jsonwebtoken@9.0.2)(lodash@4.17.21)(openai@4.52.7)(pg@8.12.0)(replicate@0.25.2)(ws@8.17.1)
       openai:
         specifier: 'catalog:'
-        version: 4.23.0
+        version: 4.52.7
       openai-edge:
         specifier: 'catalog:'
         version: 1.2.2
@@ -1729,6 +1729,9 @@ importers:
 
   apps/modgpt:
     dependencies:
+      '@codemod-com/api-types':
+        specifier: workspace:*
+        version: link:../../packages/api-types
       '@codemod-com/auth':
         specifier: workspace:*
         version: link:../../packages/auth
@@ -1756,6 +1759,9 @@ importers:
       fastify:
         specifier: 'catalog:'
         version: 4.25.1
+      openai:
+        specifier: 'catalog:'
+        version: 4.52.7
       openai-edge:
         specifier: 'catalog:'
         version: 1.2.2
@@ -6465,7 +6471,7 @@ importers:
         version: 0.30.10
       openai:
         specifier: 'catalog:'
-        version: 4.23.0
+        version: 4.52.7
       prettier:
         specifier: ^3.2.5
         version: 3.3.2
@@ -16904,12 +16910,8 @@ packages:
     resolution: {integrity: sha512-C3/Ao9Hkx5uBPv9YFBpX/x59XMPgPUU4dyGg/0J2sOJ7O9D98kD+lfdOc7v/60oYo5xzMGct80uFkYLH+X2qgw==}
     engines: {node: '>=18'}
 
-  openai@4.23.0:
-    resolution: {integrity: sha512-ey2CXh1OTcTUa0AWZWuTpgA9t5GuAG3DVU1MofCRUI7fQJij8XJ3Sr0VtgxoAE69C9wbHBMCux8Z/IQZfSwHiA==}
-    hasBin: true
-
-  openai@4.52.0:
-    resolution: {integrity: sha512-xmiNcdA9QJ5wffHpZDpIsge6AsPTETJ6h5iqDNuFQ7qGSNtonHn8Qe0VHy4UwLE8rBWiSqh4j+iSvuYZSeKkPg==}
+  openai@4.52.7:
+    resolution: {integrity: sha512-dgxA6UZHary6NXUHEDj5TWt8ogv0+ibH+b4pT5RrWMjiRZVylNwLcw/2ubDrX5n0oUmHX/ZgudMJeemxzOvz7A==}
     hasBin: true
 
   openapi-types@12.1.3:
@@ -20527,8 +20529,8 @@ snapshots:
       '@aws-crypto/sha1-browser': 5.2.0
       '@aws-crypto/sha256-browser': 5.2.0
       '@aws-crypto/sha256-js': 5.2.0
-      '@aws-sdk/client-sso-oidc': 3.600.0
-      '@aws-sdk/client-sts': 3.600.0(@aws-sdk/client-sso-oidc@3.600.0)
+      '@aws-sdk/client-sso-oidc': 3.600.0(@aws-sdk/client-sts@3.600.0)
+      '@aws-sdk/client-sts': 3.600.0
       '@aws-sdk/core': 3.598.0
       '@aws-sdk/credential-provider-node': 3.600.0(@aws-sdk/client-sso-oidc@3.600.0)(@aws-sdk/client-sts@3.600.0)
       '@aws-sdk/middleware-bucket-endpoint': 3.598.0
@@ -20585,11 +20587,11 @@ snapshots:
     transitivePeerDependencies:
       - aws-crt
 
-  '@aws-sdk/client-sso-oidc@3.600.0':
+  '@aws-sdk/client-sso-oidc@3.600.0(@aws-sdk/client-sts@3.600.0)':
     dependencies:
       '@aws-crypto/sha256-browser': 5.2.0
       '@aws-crypto/sha256-js': 5.2.0
-      '@aws-sdk/client-sts': 3.600.0(@aws-sdk/client-sso-oidc@3.600.0)
+      '@aws-sdk/client-sts': 3.600.0
       '@aws-sdk/core': 3.598.0
       '@aws-sdk/credential-provider-node': 3.600.0(@aws-sdk/client-sso-oidc@3.600.0)(@aws-sdk/client-sts@3.600.0)
       '@aws-sdk/middleware-host-header': 3.598.0
@@ -20628,6 +20630,7 @@ snapshots:
       '@smithy/util-utf8': 3.0.0
       tslib: 2.6.3
     transitivePeerDependencies:
+      - '@aws-sdk/client-sts'
       - aws-crt
 
   '@aws-sdk/client-sso@3.598.0':
@@ -20673,11 +20676,11 @@ snapshots:
     transitivePeerDependencies:
       - aws-crt
 
-  '@aws-sdk/client-sts@3.600.0(@aws-sdk/client-sso-oidc@3.600.0)':
+  '@aws-sdk/client-sts@3.600.0':
     dependencies:
       '@aws-crypto/sha256-browser': 5.2.0
       '@aws-crypto/sha256-js': 5.2.0
-      '@aws-sdk/client-sso-oidc': 3.600.0
+      '@aws-sdk/client-sso-oidc': 3.600.0(@aws-sdk/client-sts@3.600.0)
       '@aws-sdk/core': 3.598.0
       '@aws-sdk/credential-provider-node': 3.600.0(@aws-sdk/client-sso-oidc@3.600.0)(@aws-sdk/client-sts@3.600.0)
       '@aws-sdk/middleware-host-header': 3.598.0
@@ -20716,7 +20719,6 @@ snapshots:
       '@smithy/util-utf8': 3.0.0
       tslib: 2.6.3
     transitivePeerDependencies:
-      - '@aws-sdk/client-sso-oidc'
       - aws-crt
 
   '@aws-sdk/core@3.598.0':
@@ -20750,7 +20752,7 @@ snapshots:
 
   '@aws-sdk/credential-provider-ini@3.598.0(@aws-sdk/client-sso-oidc@3.600.0)(@aws-sdk/client-sts@3.600.0)':
     dependencies:
-      '@aws-sdk/client-sts': 3.600.0(@aws-sdk/client-sso-oidc@3.600.0)
+      '@aws-sdk/client-sts': 3.600.0
       '@aws-sdk/credential-provider-env': 3.598.0
       '@aws-sdk/credential-provider-http': 3.598.0
       '@aws-sdk/credential-provider-process': 3.598.0
@@ -20808,7 +20810,7 @@ snapshots:
 
   '@aws-sdk/credential-provider-web-identity@3.598.0(@aws-sdk/client-sts@3.600.0)':
     dependencies:
-      '@aws-sdk/client-sts': 3.600.0(@aws-sdk/client-sso-oidc@3.600.0)
+      '@aws-sdk/client-sts': 3.600.0
       '@aws-sdk/types': 3.598.0
       '@smithy/property-provider': 3.1.2
       '@smithy/types': 3.2.0
@@ -20935,7 +20937,7 @@ snapshots:
 
   '@aws-sdk/token-providers@3.598.0(@aws-sdk/client-sso-oidc@3.600.0)':
     dependencies:
-      '@aws-sdk/client-sso-oidc': 3.600.0
+      '@aws-sdk/client-sso-oidc': 3.600.0(@aws-sdk/client-sts@3.600.0)
       '@aws-sdk/types': 3.598.0
       '@smithy/property-provider': 3.1.2
       '@smithy/shared-ini-file-loader': 3.1.2
@@ -23314,13 +23316,13 @@ snapshots:
 
   '@kwsites/promise-deferred@1.1.1': {}
 
-  '@langchain/community@0.0.57(@aws-crypto/sha256-js@5.2.0)(@aws-sdk/credential-provider-node@3.600.0(@aws-sdk/client-sso-oidc@3.600.0)(@aws-sdk/client-sts@3.600.0(@aws-sdk/client-sso-oidc@3.600.0)))(@smithy/util-utf8@2.3.0)(chromadb@1.7.2(openai@4.23.0))(ioredis@5.4.1)(jsdom@23.2.0)(jsonwebtoken@9.0.2)(langchain@0.0.209(@aws-crypto/sha256-js@5.2.0)(@aws-sdk/client-s3@3.600.0)(@aws-sdk/credential-provider-node@3.600.0(@aws-sdk/client-sso-oidc@3.600.0)(@aws-sdk/client-sts@3.600.0(@aws-sdk/client-sso-oidc@3.600.0)))(@smithy/util-utf8@2.3.0)(axios@1.7.2)(cheerio@1.0.0-rc.12)(chromadb@1.7.2(openai@4.23.0))(ignore@5.3.1)(ioredis@5.4.1)(jsdom@23.2.0)(jsonwebtoken@9.0.2)(lodash@4.17.21)(openai@4.23.0)(pg@8.12.0)(replicate@0.25.2)(ws@8.17.1))(lodash@4.17.21)(openai@4.23.0)(pg@8.12.0)(replicate@0.25.2)(ws@8.17.1)':
+  '@langchain/community@0.0.57(@aws-crypto/sha256-js@5.2.0)(@aws-sdk/credential-provider-node@3.600.0(@aws-sdk/client-sso-oidc@3.600.0)(@aws-sdk/client-sts@3.600.0))(@smithy/util-utf8@2.3.0)(chromadb@1.7.2(openai@4.52.7))(ioredis@5.4.1)(jsdom@23.2.0)(jsonwebtoken@9.0.2)(langchain@0.0.209(@aws-crypto/sha256-js@5.2.0)(@aws-sdk/client-s3@3.600.0)(@aws-sdk/credential-provider-node@3.600.0(@aws-sdk/client-sso-oidc@3.600.0)(@aws-sdk/client-sts@3.600.0))(@smithy/util-utf8@2.3.0)(axios@1.7.2)(cheerio@1.0.0-rc.12)(chromadb@1.7.2(openai@4.52.7))(ignore@5.3.1)(ioredis@5.4.1)(jsdom@23.2.0)(jsonwebtoken@9.0.2)(lodash@4.17.21)(openai@4.52.7)(pg@8.12.0)(replicate@0.25.2)(ws@8.17.1))(lodash@4.17.21)(openai@4.52.7)(pg@8.12.0)(replicate@0.25.2)(ws@8.17.1)':
     dependencies:
-      '@langchain/core': 0.1.63(langchain@0.0.209(@aws-crypto/sha256-js@5.2.0)(@aws-sdk/client-s3@3.600.0)(@aws-sdk/credential-provider-node@3.600.0(@aws-sdk/client-sso-oidc@3.600.0)(@aws-sdk/client-sts@3.600.0(@aws-sdk/client-sso-oidc@3.600.0)))(@smithy/util-utf8@2.3.0)(axios@1.7.2)(cheerio@1.0.0-rc.12)(chromadb@1.7.2(openai@4.23.0))(ignore@5.3.1)(ioredis@5.4.1)(jsdom@23.2.0)(jsonwebtoken@9.0.2)(lodash@4.17.21)(openai@4.23.0)(pg@8.12.0)(replicate@0.25.2)(ws@8.17.1))(openai@4.23.0)
-      '@langchain/openai': 0.0.34(langchain@0.0.209(@aws-crypto/sha256-js@5.2.0)(@aws-sdk/client-s3@3.600.0)(@aws-sdk/credential-provider-node@3.600.0(@aws-sdk/client-sso-oidc@3.600.0)(@aws-sdk/client-sts@3.600.0(@aws-sdk/client-sso-oidc@3.600.0)))(@smithy/util-utf8@2.3.0)(axios@1.7.2)(cheerio@1.0.0-rc.12)(chromadb@1.7.2(openai@4.23.0))(ignore@5.3.1)(ioredis@5.4.1)(jsdom@23.2.0)(jsonwebtoken@9.0.2)(lodash@4.17.21)(openai@4.23.0)(pg@8.12.0)(replicate@0.25.2)(ws@8.17.1))
+      '@langchain/core': 0.1.63(langchain@0.0.209(@aws-crypto/sha256-js@5.2.0)(@aws-sdk/client-s3@3.600.0)(@aws-sdk/credential-provider-node@3.600.0(@aws-sdk/client-sso-oidc@3.600.0)(@aws-sdk/client-sts@3.600.0))(@smithy/util-utf8@2.3.0)(axios@1.7.2)(cheerio@1.0.0-rc.12)(chromadb@1.7.2(openai@4.52.7))(ignore@5.3.1)(ioredis@5.4.1)(jsdom@23.2.0)(jsonwebtoken@9.0.2)(lodash@4.17.21)(openai@4.52.7)(pg@8.12.0)(replicate@0.25.2)(ws@8.17.1))(openai@4.52.7)
+      '@langchain/openai': 0.0.34(langchain@0.0.209(@aws-crypto/sha256-js@5.2.0)(@aws-sdk/client-s3@3.600.0)(@aws-sdk/credential-provider-node@3.600.0(@aws-sdk/client-sso-oidc@3.600.0)(@aws-sdk/client-sts@3.600.0))(@smithy/util-utf8@2.3.0)(axios@1.7.2)(cheerio@1.0.0-rc.12)(chromadb@1.7.2(openai@4.52.7))(ignore@5.3.1)(ioredis@5.4.1)(jsdom@23.2.0)(jsonwebtoken@9.0.2)(lodash@4.17.21)(openai@4.52.7)(pg@8.12.0)(replicate@0.25.2)(ws@8.17.1))
       expr-eval: 2.0.2
       flat: 5.0.2
-      langsmith: 0.1.32(@langchain/core@0.1.63(langchain@0.0.209(@aws-crypto/sha256-js@5.2.0)(@aws-sdk/client-s3@3.600.0)(@aws-sdk/credential-provider-node@3.600.0(@aws-sdk/client-sso-oidc@3.600.0)(@aws-sdk/client-sts@3.600.0(@aws-sdk/client-sso-oidc@3.600.0)))(@smithy/util-utf8@2.3.0)(axios@1.7.2)(cheerio@1.0.0-rc.12)(chromadb@1.7.2(openai@4.23.0))(ignore@5.3.1)(ioredis@5.4.1)(jsdom@23.2.0)(jsonwebtoken@9.0.2)(lodash@4.17.21)(openai@4.23.0)(pg@8.12.0)(replicate@0.25.2)(ws@8.17.1))(openai@4.23.0))(langchain@0.0.209(@aws-crypto/sha256-js@5.2.0)(@aws-sdk/client-s3@3.600.0)(@aws-sdk/credential-provider-node@3.600.0(@aws-sdk/client-sso-oidc@3.600.0)(@aws-sdk/client-sts@3.600.0(@aws-sdk/client-sso-oidc@3.600.0)))(@smithy/util-utf8@2.3.0)(axios@1.7.2)(cheerio@1.0.0-rc.12)(chromadb@1.7.2(openai@4.23.0))(ignore@5.3.1)(ioredis@5.4.1)(jsdom@23.2.0)(jsonwebtoken@9.0.2)(lodash@4.17.21)(openai@4.23.0)(pg@8.12.0)(replicate@0.25.2)(ws@8.17.1))(openai@4.23.0)
+      langsmith: 0.1.32(@langchain/core@0.1.63(langchain@0.0.209(@aws-crypto/sha256-js@5.2.0)(@aws-sdk/client-s3@3.600.0)(@aws-sdk/credential-provider-node@3.600.0(@aws-sdk/client-sso-oidc@3.600.0)(@aws-sdk/client-sts@3.600.0))(@smithy/util-utf8@2.3.0)(axios@1.7.2)(cheerio@1.0.0-rc.12)(chromadb@1.7.2(openai@4.52.7))(ignore@5.3.1)(ioredis@5.4.1)(jsdom@23.2.0)(jsonwebtoken@9.0.2)(lodash@4.17.21)(openai@4.52.7)(pg@8.12.0)(replicate@0.25.2)(ws@8.17.1))(openai@4.52.7))(langchain@0.0.209(@aws-crypto/sha256-js@5.2.0)(@aws-sdk/client-s3@3.600.0)(@aws-sdk/credential-provider-node@3.600.0(@aws-sdk/client-sso-oidc@3.600.0)(@aws-sdk/client-sts@3.600.0))(@smithy/util-utf8@2.3.0)(axios@1.7.2)(cheerio@1.0.0-rc.12)(chromadb@1.7.2(openai@4.52.7))(ignore@5.3.1)(ioredis@5.4.1)(jsdom@23.2.0)(jsonwebtoken@9.0.2)(lodash@4.17.21)(openai@4.52.7)(pg@8.12.0)(replicate@0.25.2)(ws@8.17.1))(openai@4.52.7)
       uuid: 9.0.1
       zod: 3.23.8
       zod-to-json-schema: 3.23.1(zod@3.23.8)
@@ -23328,7 +23330,7 @@ snapshots:
       '@aws-crypto/sha256-js': 5.2.0
       '@aws-sdk/credential-provider-node': 3.600.0(@aws-sdk/client-sso-oidc@3.600.0)(@aws-sdk/client-sts@3.600.0)
       '@smithy/util-utf8': 2.3.0
-      chromadb: 1.7.2(openai@4.23.0)
+      chromadb: 1.7.2(openai@4.52.7)
       ioredis: 5.4.1
       jsdom: 23.2.0
       jsonwebtoken: 9.0.2
@@ -23341,31 +23343,13 @@ snapshots:
       - langchain
       - openai
 
-  '@langchain/core@0.1.63(langchain@0.0.209(@aws-crypto/sha256-js@5.2.0)(@aws-sdk/client-s3@3.600.0)(@aws-sdk/credential-provider-node@3.600.0(@aws-sdk/client-sso-oidc@3.600.0)(@aws-sdk/client-sts@3.600.0(@aws-sdk/client-sso-oidc@3.600.0)))(@smithy/util-utf8@2.3.0)(axios@1.7.2)(cheerio@1.0.0-rc.12)(chromadb@1.7.2(openai@4.23.0))(ignore@5.3.1)(ioredis@5.4.1)(jsdom@23.2.0)(jsonwebtoken@9.0.2)(lodash@4.17.21)(openai@4.23.0)(pg@8.12.0)(replicate@0.25.2)(ws@8.17.1))(openai@4.23.0)':
-    dependencies:
-      ansi-styles: 5.2.0
-      camelcase: 6.3.0
-      decamelize: 1.2.0
-      js-tiktoken: 1.0.12
-      langsmith: 0.1.32(@langchain/core@0.1.63(langchain@0.0.209(@aws-crypto/sha256-js@5.2.0)(@aws-sdk/client-s3@3.600.0)(@aws-sdk/credential-provider-node@3.600.0(@aws-sdk/client-sso-oidc@3.600.0)(@aws-sdk/client-sts@3.600.0(@aws-sdk/client-sso-oidc@3.600.0)))(@smithy/util-utf8@2.3.0)(axios@1.7.2)(cheerio@1.0.0-rc.12)(chromadb@1.7.2(openai@4.23.0))(ignore@5.3.1)(ioredis@5.4.1)(jsdom@23.2.0)(jsonwebtoken@9.0.2)(lodash@4.17.21)(openai@4.23.0)(pg@8.12.0)(replicate@0.25.2)(ws@8.17.1))(openai@4.23.0))(langchain@0.0.209(@aws-crypto/sha256-js@5.2.0)(@aws-sdk/client-s3@3.600.0)(@aws-sdk/credential-provider-node@3.600.0(@aws-sdk/client-sso-oidc@3.600.0)(@aws-sdk/client-sts@3.600.0(@aws-sdk/client-sso-oidc@3.600.0)))(@smithy/util-utf8@2.3.0)(axios@1.7.2)(cheerio@1.0.0-rc.12)(chromadb@1.7.2(openai@4.23.0))(ignore@5.3.1)(ioredis@5.4.1)(jsdom@23.2.0)(jsonwebtoken@9.0.2)(lodash@4.17.21)(openai@4.23.0)(pg@8.12.0)(replicate@0.25.2)(ws@8.17.1))(openai@4.23.0)
-      ml-distance: 4.0.1
-      mustache: 4.2.0
-      p-queue: 6.6.2
-      p-retry: 4.6.2
-      uuid: 9.0.1
-      zod: 3.23.8
-      zod-to-json-schema: 3.23.1(zod@3.23.8)
-    transitivePeerDependencies:
-      - langchain
-      - openai
-
-  '@langchain/core@0.1.63(langchain@0.0.209(@aws-crypto/sha256-js@5.2.0)(@aws-sdk/client-s3@3.600.0)(@aws-sdk/credential-provider-node@3.600.0(@aws-sdk/client-sso-oidc@3.600.0)(@aws-sdk/client-sts@3.600.0(@aws-sdk/client-sso-oidc@3.600.0)))(@smithy/util-utf8@2.3.0)(axios@1.7.2)(cheerio@1.0.0-rc.12)(chromadb@1.7.2(openai@4.23.0))(ignore@5.3.1)(ioredis@5.4.1)(jsdom@23.2.0)(jsonwebtoken@9.0.2)(lodash@4.17.21)(openai@4.23.0)(pg@8.12.0)(replicate@0.25.2)(ws@8.17.1))(openai@4.52.0)':
+  '@langchain/core@0.1.63(langchain@0.0.209(@aws-crypto/sha256-js@5.2.0)(@aws-sdk/client-s3@3.600.0)(@aws-sdk/credential-provider-node@3.600.0(@aws-sdk/client-sso-oidc@3.600.0)(@aws-sdk/client-sts@3.600.0))(@smithy/util-utf8@2.3.0)(axios@1.7.2)(cheerio@1.0.0-rc.12)(chromadb@1.7.2(openai@4.52.7))(ignore@5.3.1)(ioredis@5.4.1)(jsdom@23.2.0)(jsonwebtoken@9.0.2)(lodash@4.17.21)(openai@4.52.7)(pg@8.12.0)(replicate@0.25.2)(ws@8.17.1))(openai@4.52.7)':
     dependencies:
       ansi-styles: 5.2.0
       camelcase: 6.3.0
       decamelize: 1.2.0
       js-tiktoken: 1.0.12
-      langsmith: 0.1.32(@langchain/core@0.1.63(langchain@0.0.209(@aws-crypto/sha256-js@5.2.0)(@aws-sdk/client-s3@3.600.0)(@aws-sdk/credential-provider-node@3.600.0(@aws-sdk/client-sso-oidc@3.600.0)(@aws-sdk/client-sts@3.600.0(@aws-sdk/client-sso-oidc@3.600.0)))(@smithy/util-utf8@2.3.0)(axios@1.7.2)(cheerio@1.0.0-rc.12)(chromadb@1.7.2(openai@4.23.0))(ignore@5.3.1)(ioredis@5.4.1)(jsdom@23.2.0)(jsonwebtoken@9.0.2)(lodash@4.17.21)(openai@4.23.0)(pg@8.12.0)(replicate@0.25.2)(ws@8.17.1))(openai@4.52.0))(langchain@0.0.209(@aws-crypto/sha256-js@5.2.0)(@aws-sdk/client-s3@3.600.0)(@aws-sdk/credential-provider-node@3.600.0(@aws-sdk/client-sso-oidc@3.600.0)(@aws-sdk/client-sts@3.600.0(@aws-sdk/client-sso-oidc@3.600.0)))(@smithy/util-utf8@2.3.0)(axios@1.7.2)(cheerio@1.0.0-rc.12)(chromadb@1.7.2(openai@4.23.0))(ignore@5.3.1)(ioredis@5.4.1)(jsdom@23.2.0)(jsonwebtoken@9.0.2)(lodash@4.17.21)(openai@4.23.0)(pg@8.12.0)(replicate@0.25.2)(ws@8.17.1))(openai@4.52.0)
+      langsmith: 0.1.32(@langchain/core@0.1.63(langchain@0.0.209(@aws-crypto/sha256-js@5.2.0)(@aws-sdk/client-s3@3.600.0)(@aws-sdk/credential-provider-node@3.600.0(@aws-sdk/client-sso-oidc@3.600.0)(@aws-sdk/client-sts@3.600.0))(@smithy/util-utf8@2.3.0)(axios@1.7.2)(cheerio@1.0.0-rc.12)(chromadb@1.7.2(openai@4.52.7))(ignore@5.3.1)(ioredis@5.4.1)(jsdom@23.2.0)(jsonwebtoken@9.0.2)(lodash@4.17.21)(openai@4.52.7)(pg@8.12.0)(replicate@0.25.2)(ws@8.17.1))(openai@4.52.7))(langchain@0.0.209(@aws-crypto/sha256-js@5.2.0)(@aws-sdk/client-s3@3.600.0)(@aws-sdk/credential-provider-node@3.600.0(@aws-sdk/client-sso-oidc@3.600.0)(@aws-sdk/client-sts@3.600.0))(@smithy/util-utf8@2.3.0)(axios@1.7.2)(cheerio@1.0.0-rc.12)(chromadb@1.7.2(openai@4.52.7))(ignore@5.3.1)(ioredis@5.4.1)(jsdom@23.2.0)(jsonwebtoken@9.0.2)(lodash@4.17.21)(openai@4.52.7)(pg@8.12.0)(replicate@0.25.2)(ws@8.17.1))(openai@4.52.7)
       ml-distance: 4.0.1
       mustache: 4.2.0
       p-queue: 6.6.2
@@ -23377,11 +23361,11 @@ snapshots:
       - langchain
       - openai
 
-  '@langchain/openai@0.0.34(langchain@0.0.209(@aws-crypto/sha256-js@5.2.0)(@aws-sdk/client-s3@3.600.0)(@aws-sdk/credential-provider-node@3.600.0(@aws-sdk/client-sso-oidc@3.600.0)(@aws-sdk/client-sts@3.600.0(@aws-sdk/client-sso-oidc@3.600.0)))(@smithy/util-utf8@2.3.0)(axios@1.7.2)(cheerio@1.0.0-rc.12)(chromadb@1.7.2(openai@4.23.0))(ignore@5.3.1)(ioredis@5.4.1)(jsdom@23.2.0)(jsonwebtoken@9.0.2)(lodash@4.17.21)(openai@4.23.0)(pg@8.12.0)(replicate@0.25.2)(ws@8.17.1))':
+  '@langchain/openai@0.0.34(langchain@0.0.209(@aws-crypto/sha256-js@5.2.0)(@aws-sdk/client-s3@3.600.0)(@aws-sdk/credential-provider-node@3.600.0(@aws-sdk/client-sso-oidc@3.600.0)(@aws-sdk/client-sts@3.600.0))(@smithy/util-utf8@2.3.0)(axios@1.7.2)(cheerio@1.0.0-rc.12)(chromadb@1.7.2(openai@4.52.7))(ignore@5.3.1)(ioredis@5.4.1)(jsdom@23.2.0)(jsonwebtoken@9.0.2)(lodash@4.17.21)(openai@4.52.7)(pg@8.12.0)(replicate@0.25.2)(ws@8.17.1))':
     dependencies:
-      '@langchain/core': 0.1.63(langchain@0.0.209(@aws-crypto/sha256-js@5.2.0)(@aws-sdk/client-s3@3.600.0)(@aws-sdk/credential-provider-node@3.600.0(@aws-sdk/client-sso-oidc@3.600.0)(@aws-sdk/client-sts@3.600.0(@aws-sdk/client-sso-oidc@3.600.0)))(@smithy/util-utf8@2.3.0)(axios@1.7.2)(cheerio@1.0.0-rc.12)(chromadb@1.7.2(openai@4.23.0))(ignore@5.3.1)(ioredis@5.4.1)(jsdom@23.2.0)(jsonwebtoken@9.0.2)(lodash@4.17.21)(openai@4.23.0)(pg@8.12.0)(replicate@0.25.2)(ws@8.17.1))(openai@4.52.0)
+      '@langchain/core': 0.1.63(langchain@0.0.209(@aws-crypto/sha256-js@5.2.0)(@aws-sdk/client-s3@3.600.0)(@aws-sdk/credential-provider-node@3.600.0(@aws-sdk/client-sso-oidc@3.600.0)(@aws-sdk/client-sts@3.600.0))(@smithy/util-utf8@2.3.0)(axios@1.7.2)(cheerio@1.0.0-rc.12)(chromadb@1.7.2(openai@4.52.7))(ignore@5.3.1)(ioredis@5.4.1)(jsdom@23.2.0)(jsonwebtoken@9.0.2)(lodash@4.17.21)(openai@4.52.7)(pg@8.12.0)(replicate@0.25.2)(ws@8.17.1))(openai@4.52.7)
       js-tiktoken: 1.0.12
-      openai: 4.52.0
+      openai: 4.52.7
       zod: 3.23.8
       zod-to-json-schema: 3.23.1(zod@3.23.8)
     transitivePeerDependencies:
@@ -27640,12 +27624,12 @@ snapshots:
 
   chownr@3.0.0: {}
 
-  chromadb@1.7.2(openai@4.23.0):
+  chromadb@1.7.2(openai@4.52.7):
     dependencies:
       cliui: 8.0.1
       isomorphic-fetch: 3.0.0
     optionalDependencies:
-      openai: 4.23.0
+      openai: 4.52.7
     transitivePeerDependencies:
       - encoding
 
@@ -29017,7 +29001,7 @@ snapshots:
       eslint: 8.56.0
       eslint-import-resolver-node: 0.3.9
       eslint-import-resolver-typescript: 3.6.1(@typescript-eslint/parser@6.21.0(eslint@8.56.0)(typescript@5.5.2))(eslint-import-resolver-node@0.3.9)(eslint-plugin-import@2.29.1(eslint@8.56.0))(eslint@8.56.0)
-      eslint-plugin-import: 2.29.1(@typescript-eslint/parser@6.21.0(eslint@8.56.0)(typescript@5.5.2))(eslint-import-resolver-typescript@3.6.1)(eslint@8.56.0)
+      eslint-plugin-import: 2.29.1(@typescript-eslint/parser@6.21.0(eslint@8.56.0)(typescript@5.5.2))(eslint-import-resolver-typescript@3.6.1(@typescript-eslint/parser@6.21.0(eslint@8.56.0)(typescript@5.5.2))(eslint-import-resolver-node@0.3.9)(eslint-plugin-import@2.29.1(eslint@8.56.0))(eslint@8.56.0))(eslint@8.56.0)
       eslint-plugin-jsx-a11y: 6.9.0(eslint@8.56.0)
       eslint-plugin-react: 7.34.3(eslint@8.56.0)
       eslint-plugin-react-hooks: 4.6.2(eslint@8.56.0)
@@ -29045,7 +29029,7 @@ snapshots:
       enhanced-resolve: 5.17.0
       eslint: 8.56.0
       eslint-module-utils: 2.8.1(@typescript-eslint/parser@6.21.0(eslint@8.56.0)(typescript@5.5.2))(eslint-import-resolver-node@0.3.9)(eslint-import-resolver-typescript@3.6.1(@typescript-eslint/parser@6.21.0(eslint@8.56.0)(typescript@5.5.2))(eslint-import-resolver-node@0.3.9)(eslint-plugin-import@2.29.1(eslint@8.56.0))(eslint@8.56.0))(eslint@8.56.0)
-      eslint-plugin-import: 2.29.1(@typescript-eslint/parser@6.21.0(eslint@8.56.0)(typescript@5.5.2))(eslint-import-resolver-typescript@3.6.1)(eslint@8.56.0)
+      eslint-plugin-import: 2.29.1(@typescript-eslint/parser@6.21.0(eslint@8.56.0)(typescript@5.5.2))(eslint-import-resolver-typescript@3.6.1(@typescript-eslint/parser@6.21.0(eslint@8.56.0)(typescript@5.5.2))(eslint-import-resolver-node@0.3.9)(eslint-plugin-import@2.29.1(eslint@8.56.0))(eslint@8.56.0))(eslint@8.56.0)
       fast-glob: 3.3.2
       get-tsconfig: 4.7.5
       is-core-module: 2.14.0
@@ -29067,7 +29051,7 @@ snapshots:
     transitivePeerDependencies:
       - supports-color
 
-  eslint-plugin-import@2.29.1(@typescript-eslint/parser@6.21.0(eslint@8.56.0)(typescript@5.5.2))(eslint-import-resolver-typescript@3.6.1)(eslint@8.56.0):
+  eslint-plugin-import@2.29.1(@typescript-eslint/parser@6.21.0(eslint@8.56.0)(typescript@5.5.2))(eslint-import-resolver-typescript@3.6.1(@typescript-eslint/parser@6.21.0(eslint@8.56.0)(typescript@5.5.2))(eslint-import-resolver-node@0.3.9)(eslint-plugin-import@2.29.1(eslint@8.56.0))(eslint@8.56.0))(eslint@8.56.0):
     dependencies:
       array-includes: 3.1.8
       array.prototype.findlastindex: 1.2.5
@@ -30890,12 +30874,12 @@ snapshots:
 
   kolorist@1.8.0: {}
 
-  langchain@0.0.209(@aws-crypto/sha256-js@5.2.0)(@aws-sdk/client-s3@3.600.0)(@aws-sdk/credential-provider-node@3.600.0(@aws-sdk/client-sso-oidc@3.600.0)(@aws-sdk/client-sts@3.600.0(@aws-sdk/client-sso-oidc@3.600.0)))(@smithy/util-utf8@2.3.0)(axios@1.7.2)(cheerio@1.0.0-rc.12)(chromadb@1.7.2(openai@4.23.0))(ignore@5.3.1)(ioredis@5.4.1)(jsdom@23.2.0)(jsonwebtoken@9.0.2)(lodash@4.17.21)(openai@4.23.0)(pg@8.12.0)(replicate@0.25.2)(ws@8.17.1):
+  langchain@0.0.209(@aws-crypto/sha256-js@5.2.0)(@aws-sdk/client-s3@3.600.0)(@aws-sdk/credential-provider-node@3.600.0(@aws-sdk/client-sso-oidc@3.600.0)(@aws-sdk/client-sts@3.600.0))(@smithy/util-utf8@2.3.0)(axios@1.7.2)(cheerio@1.0.0-rc.12)(chromadb@1.7.2(openai@4.52.7))(ignore@5.3.1)(ioredis@5.4.1)(jsdom@23.2.0)(jsonwebtoken@9.0.2)(lodash@4.17.21)(openai@4.52.7)(pg@8.12.0)(replicate@0.25.2)(ws@8.17.1):
     dependencies:
       '@anthropic-ai/sdk': 0.9.1
-      '@langchain/community': 0.0.57(@aws-crypto/sha256-js@5.2.0)(@aws-sdk/credential-provider-node@3.600.0(@aws-sdk/client-sso-oidc@3.600.0)(@aws-sdk/client-sts@3.600.0(@aws-sdk/client-sso-oidc@3.600.0)))(@smithy/util-utf8@2.3.0)(chromadb@1.7.2(openai@4.23.0))(ioredis@5.4.1)(jsdom@23.2.0)(jsonwebtoken@9.0.2)(langchain@0.0.209(@aws-crypto/sha256-js@5.2.0)(@aws-sdk/client-s3@3.600.0)(@aws-sdk/credential-provider-node@3.600.0(@aws-sdk/client-sso-oidc@3.600.0)(@aws-sdk/client-sts@3.600.0(@aws-sdk/client-sso-oidc@3.600.0)))(@smithy/util-utf8@2.3.0)(axios@1.7.2)(cheerio@1.0.0-rc.12)(chromadb@1.7.2(openai@4.23.0))(ignore@5.3.1)(ioredis@5.4.1)(jsdom@23.2.0)(jsonwebtoken@9.0.2)(lodash@4.17.21)(openai@4.23.0)(pg@8.12.0)(replicate@0.25.2)(ws@8.17.1))(lodash@4.17.21)(openai@4.23.0)(pg@8.12.0)(replicate@0.25.2)(ws@8.17.1)
-      '@langchain/core': 0.1.63(langchain@0.0.209(@aws-crypto/sha256-js@5.2.0)(@aws-sdk/client-s3@3.600.0)(@aws-sdk/credential-provider-node@3.600.0(@aws-sdk/client-sso-oidc@3.600.0)(@aws-sdk/client-sts@3.600.0(@aws-sdk/client-sso-oidc@3.600.0)))(@smithy/util-utf8@2.3.0)(axios@1.7.2)(cheerio@1.0.0-rc.12)(chromadb@1.7.2(openai@4.23.0))(ignore@5.3.1)(ioredis@5.4.1)(jsdom@23.2.0)(jsonwebtoken@9.0.2)(lodash@4.17.21)(openai@4.23.0)(pg@8.12.0)(replicate@0.25.2)(ws@8.17.1))(openai@4.23.0)
-      '@langchain/openai': 0.0.34(langchain@0.0.209(@aws-crypto/sha256-js@5.2.0)(@aws-sdk/client-s3@3.600.0)(@aws-sdk/credential-provider-node@3.600.0(@aws-sdk/client-sso-oidc@3.600.0)(@aws-sdk/client-sts@3.600.0(@aws-sdk/client-sso-oidc@3.600.0)))(@smithy/util-utf8@2.3.0)(axios@1.7.2)(cheerio@1.0.0-rc.12)(chromadb@1.7.2(openai@4.23.0))(ignore@5.3.1)(ioredis@5.4.1)(jsdom@23.2.0)(jsonwebtoken@9.0.2)(lodash@4.17.21)(openai@4.23.0)(pg@8.12.0)(replicate@0.25.2)(ws@8.17.1))
+      '@langchain/community': 0.0.57(@aws-crypto/sha256-js@5.2.0)(@aws-sdk/credential-provider-node@3.600.0(@aws-sdk/client-sso-oidc@3.600.0)(@aws-sdk/client-sts@3.600.0))(@smithy/util-utf8@2.3.0)(chromadb@1.7.2(openai@4.52.7))(ioredis@5.4.1)(jsdom@23.2.0)(jsonwebtoken@9.0.2)(langchain@0.0.209(@aws-crypto/sha256-js@5.2.0)(@aws-sdk/client-s3@3.600.0)(@aws-sdk/credential-provider-node@3.600.0(@aws-sdk/client-sso-oidc@3.600.0)(@aws-sdk/client-sts@3.600.0))(@smithy/util-utf8@2.3.0)(axios@1.7.2)(cheerio@1.0.0-rc.12)(chromadb@1.7.2(openai@4.52.7))(ignore@5.3.1)(ioredis@5.4.1)(jsdom@23.2.0)(jsonwebtoken@9.0.2)(lodash@4.17.21)(openai@4.52.7)(pg@8.12.0)(replicate@0.25.2)(ws@8.17.1))(lodash@4.17.21)(openai@4.52.7)(pg@8.12.0)(replicate@0.25.2)(ws@8.17.1)
+      '@langchain/core': 0.1.63(langchain@0.0.209(@aws-crypto/sha256-js@5.2.0)(@aws-sdk/client-s3@3.600.0)(@aws-sdk/credential-provider-node@3.600.0(@aws-sdk/client-sso-oidc@3.600.0)(@aws-sdk/client-sts@3.600.0))(@smithy/util-utf8@2.3.0)(axios@1.7.2)(cheerio@1.0.0-rc.12)(chromadb@1.7.2(openai@4.52.7))(ignore@5.3.1)(ioredis@5.4.1)(jsdom@23.2.0)(jsonwebtoken@9.0.2)(lodash@4.17.21)(openai@4.52.7)(pg@8.12.0)(replicate@0.25.2)(ws@8.17.1))(openai@4.52.7)
+      '@langchain/openai': 0.0.34(langchain@0.0.209(@aws-crypto/sha256-js@5.2.0)(@aws-sdk/client-s3@3.600.0)(@aws-sdk/credential-provider-node@3.600.0(@aws-sdk/client-sso-oidc@3.600.0)(@aws-sdk/client-sts@3.600.0))(@smithy/util-utf8@2.3.0)(axios@1.7.2)(cheerio@1.0.0-rc.12)(chromadb@1.7.2(openai@4.52.7))(ignore@5.3.1)(ioredis@5.4.1)(jsdom@23.2.0)(jsonwebtoken@9.0.2)(lodash@4.17.21)(openai@4.52.7)(pg@8.12.0)(replicate@0.25.2)(ws@8.17.1))
       binary-extensions: 2.3.0
       expr-eval: 2.0.2
       js-tiktoken: 1.0.12
@@ -30915,7 +30899,7 @@ snapshots:
       '@aws-sdk/credential-provider-node': 3.600.0(@aws-sdk/client-sso-oidc@3.600.0)(@aws-sdk/client-sts@3.600.0)
       axios: 1.7.2
       cheerio: 1.0.0-rc.12
-      chromadb: 1.7.2(openai@4.23.0)
+      chromadb: 1.7.2(openai@4.52.7)
       ignore: 5.3.1
       ioredis: 5.4.1
       jsdom: 23.2.0
@@ -31001,19 +30985,7 @@ snapshots:
       p-retry: 4.6.2
       uuid: 9.0.1
 
-  langsmith@0.1.32(@langchain/core@0.1.63(langchain@0.0.209(@aws-crypto/sha256-js@5.2.0)(@aws-sdk/client-s3@3.600.0)(@aws-sdk/credential-provider-node@3.600.0(@aws-sdk/client-sso-oidc@3.600.0)(@aws-sdk/client-sts@3.600.0(@aws-sdk/client-sso-oidc@3.600.0)))(@smithy/util-utf8@2.3.0)(axios@1.7.2)(cheerio@1.0.0-rc.12)(chromadb@1.7.2(openai@4.23.0))(ignore@5.3.1)(ioredis@5.4.1)(jsdom@23.2.0)(jsonwebtoken@9.0.2)(lodash@4.17.21)(openai@4.23.0)(pg@8.12.0)(replicate@0.25.2)(ws@8.17.1))(openai@4.23.0))(langchain@0.0.209(@aws-crypto/sha256-js@5.2.0)(@aws-sdk/client-s3@3.600.0)(@aws-sdk/credential-provider-node@3.600.0(@aws-sdk/client-sso-oidc@3.600.0)(@aws-sdk/client-sts@3.600.0(@aws-sdk/client-sso-oidc@3.600.0)))(@smithy/util-utf8@2.3.0)(axios@1.7.2)(cheerio@1.0.0-rc.12)(chromadb@1.7.2(openai@4.23.0))(ignore@5.3.1)(ioredis@5.4.1)(jsdom@23.2.0)(jsonwebtoken@9.0.2)(lodash@4.17.21)(openai@4.23.0)(pg@8.12.0)(replicate@0.25.2)(ws@8.17.1))(openai@4.23.0):
-    dependencies:
-      '@types/uuid': 9.0.8
-      commander: 10.0.1
-      p-queue: 6.6.2
-      p-retry: 4.6.2
-      uuid: 9.0.1
-    optionalDependencies:
-      '@langchain/core': 0.1.63(langchain@0.0.209(@aws-crypto/sha256-js@5.2.0)(@aws-sdk/client-s3@3.600.0)(@aws-sdk/credential-provider-node@3.600.0(@aws-sdk/client-sso-oidc@3.600.0)(@aws-sdk/client-sts@3.600.0(@aws-sdk/client-sso-oidc@3.600.0)))(@smithy/util-utf8@2.3.0)(axios@1.7.2)(cheerio@1.0.0-rc.12)(chromadb@1.7.2(openai@4.23.0))(ignore@5.3.1)(ioredis@5.4.1)(jsdom@23.2.0)(jsonwebtoken@9.0.2)(lodash@4.17.21)(openai@4.23.0)(pg@8.12.0)(replicate@0.25.2)(ws@8.17.1))(openai@4.23.0)
-      langchain: 0.0.209(@aws-crypto/sha256-js@5.2.0)(@aws-sdk/client-s3@3.600.0)(@aws-sdk/credential-provider-node@3.600.0(@aws-sdk/client-sso-oidc@3.600.0)(@aws-sdk/client-sts@3.600.0(@aws-sdk/client-sso-oidc@3.600.0)))(@smithy/util-utf8@2.3.0)(axios@1.7.2)(cheerio@1.0.0-rc.12)(chromadb@1.7.2(openai@4.23.0))(ignore@5.3.1)(ioredis@5.4.1)(jsdom@23.2.0)(jsonwebtoken@9.0.2)(lodash@4.17.21)(openai@4.23.0)(pg@8.12.0)(replicate@0.25.2)(ws@8.17.1)
-      openai: 4.23.0
-
-  langsmith@0.1.32(@langchain/core@0.1.63(langchain@0.0.209(@aws-crypto/sha256-js@5.2.0)(@aws-sdk/client-s3@3.600.0)(@aws-sdk/credential-provider-node@3.600.0(@aws-sdk/client-sso-oidc@3.600.0)(@aws-sdk/client-sts@3.600.0(@aws-sdk/client-sso-oidc@3.600.0)))(@smithy/util-utf8@2.3.0)(axios@1.7.2)(cheerio@1.0.0-rc.12)(chromadb@1.7.2(openai@4.23.0))(ignore@5.3.1)(ioredis@5.4.1)(jsdom@23.2.0)(jsonwebtoken@9.0.2)(lodash@4.17.21)(openai@4.23.0)(pg@8.12.0)(replicate@0.25.2)(ws@8.17.1))(openai@4.52.0))(langchain@0.0.209(@aws-crypto/sha256-js@5.2.0)(@aws-sdk/client-s3@3.600.0)(@aws-sdk/credential-provider-node@3.600.0(@aws-sdk/client-sso-oidc@3.600.0)(@aws-sdk/client-sts@3.600.0(@aws-sdk/client-sso-oidc@3.600.0)))(@smithy/util-utf8@2.3.0)(axios@1.7.2)(cheerio@1.0.0-rc.12)(chromadb@1.7.2(openai@4.23.0))(ignore@5.3.1)(ioredis@5.4.1)(jsdom@23.2.0)(jsonwebtoken@9.0.2)(lodash@4.17.21)(openai@4.23.0)(pg@8.12.0)(replicate@0.25.2)(ws@8.17.1))(openai@4.52.0):
+  langsmith@0.1.32(@langchain/core@0.1.63(langchain@0.0.209(@aws-crypto/sha256-js@5.2.0)(@aws-sdk/client-s3@3.600.0)(@aws-sdk/credential-provider-node@3.600.0(@aws-sdk/client-sso-oidc@3.600.0)(@aws-sdk/client-sts@3.600.0))(@smithy/util-utf8@2.3.0)(axios@1.7.2)(cheerio@1.0.0-rc.12)(chromadb@1.7.2(openai@4.52.7))(ignore@5.3.1)(ioredis@5.4.1)(jsdom@23.2.0)(jsonwebtoken@9.0.2)(lodash@4.17.21)(openai@4.52.7)(pg@8.12.0)(replicate@0.25.2)(ws@8.17.1))(openai@4.52.7))(langchain@0.0.209(@aws-crypto/sha256-js@5.2.0)(@aws-sdk/client-s3@3.600.0)(@aws-sdk/credential-provider-node@3.600.0(@aws-sdk/client-sso-oidc@3.600.0)(@aws-sdk/client-sts@3.600.0))(@smithy/util-utf8@2.3.0)(axios@1.7.2)(cheerio@1.0.0-rc.12)(chromadb@1.7.2(openai@4.52.7))(ignore@5.3.1)(ioredis@5.4.1)(jsdom@23.2.0)(jsonwebtoken@9.0.2)(lodash@4.17.21)(openai@4.52.7)(pg@8.12.0)(replicate@0.25.2)(ws@8.17.1))(openai@4.52.7):
     dependencies:
       '@types/uuid': 9.0.8
       commander: 10.0.1
@@ -31021,9 +30993,9 @@ snapshots:
       p-retry: 4.6.2
       uuid: 9.0.1
     optionalDependencies:
-      '@langchain/core': 0.1.63(langchain@0.0.209(@aws-crypto/sha256-js@5.2.0)(@aws-sdk/client-s3@3.600.0)(@aws-sdk/credential-provider-node@3.600.0(@aws-sdk/client-sso-oidc@3.600.0)(@aws-sdk/client-sts@3.600.0(@aws-sdk/client-sso-oidc@3.600.0)))(@smithy/util-utf8@2.3.0)(axios@1.7.2)(cheerio@1.0.0-rc.12)(chromadb@1.7.2(openai@4.23.0))(ignore@5.3.1)(ioredis@5.4.1)(jsdom@23.2.0)(jsonwebtoken@9.0.2)(lodash@4.17.21)(openai@4.23.0)(pg@8.12.0)(replicate@0.25.2)(ws@8.17.1))(openai@4.52.0)
-      langchain: 0.0.209(@aws-crypto/sha256-js@5.2.0)(@aws-sdk/client-s3@3.600.0)(@aws-sdk/credential-provider-node@3.600.0(@aws-sdk/client-sso-oidc@3.600.0)(@aws-sdk/client-sts@3.600.0(@aws-sdk/client-sso-oidc@3.600.0)))(@smithy/util-utf8@2.3.0)(axios@1.7.2)(cheerio@1.0.0-rc.12)(chromadb@1.7.2(openai@4.23.0))(ignore@5.3.1)(ioredis@5.4.1)(jsdom@23.2.0)(jsonwebtoken@9.0.2)(lodash@4.17.21)(openai@4.23.0)(pg@8.12.0)(replicate@0.25.2)(ws@8.17.1)
-      openai: 4.52.0
+      '@langchain/core': 0.1.63(langchain@0.0.209(@aws-crypto/sha256-js@5.2.0)(@aws-sdk/client-s3@3.600.0)(@aws-sdk/credential-provider-node@3.600.0(@aws-sdk/client-sso-oidc@3.600.0)(@aws-sdk/client-sts@3.600.0))(@smithy/util-utf8@2.3.0)(axios@1.7.2)(cheerio@1.0.0-rc.12)(chromadb@1.7.2(openai@4.52.7))(ignore@5.3.1)(ioredis@5.4.1)(jsdom@23.2.0)(jsonwebtoken@9.0.2)(lodash@4.17.21)(openai@4.52.7)(pg@8.12.0)(replicate@0.25.2)(ws@8.17.1))(openai@4.52.7)
+      langchain: 0.0.209(@aws-crypto/sha256-js@5.2.0)(@aws-sdk/client-s3@3.600.0)(@aws-sdk/credential-provider-node@3.600.0(@aws-sdk/client-sso-oidc@3.600.0)(@aws-sdk/client-sts@3.600.0))(@smithy/util-utf8@2.3.0)(axios@1.7.2)(cheerio@1.0.0-rc.12)(chromadb@1.7.2(openai@4.52.7))(ignore@5.3.1)(ioredis@5.4.1)(jsdom@23.2.0)(jsonwebtoken@9.0.2)(lodash@4.17.21)(openai@4.52.7)(pg@8.12.0)(replicate@0.25.2)(ws@8.17.1)
+      openai: 4.52.7
 
   language-subtag-registry@0.3.23: {}
 
@@ -32561,21 +32533,7 @@ snapshots:
 
   openai-edge@1.2.2: {}
 
-  openai@4.23.0:
-    dependencies:
-      '@types/node': 18.11.18
-      '@types/node-fetch': 2.6.11
-      abort-controller: 3.0.0
-      agentkeepalive: 4.5.0
-      digest-fetch: 1.3.0
-      form-data-encoder: 1.7.2
-      formdata-node: 4.4.1
-      node-fetch: 2.7.0
-      web-streams-polyfill: 3.3.3
-    transitivePeerDependencies:
-      - encoding
-
-  openai@4.52.0:
+  openai@4.52.7:
     dependencies:
       '@types/node': 18.11.18
       '@types/node-fetch': 2.6.11
diff --git a/pnpm-workspace.yaml b/pnpm-workspace.yaml
index e631daac9..82113755b 100644
--- a/pnpm-workspace.yaml
+++ b/pnpm-workspace.yaml
@@ -194,7 +194,7 @@ catalog:
     node-fetch: ^3.3.2
     null-loader: ^4.0.1
     open: ^8.4.2
-    openai: 4.23.0
+    openai: ^4.52.7
     openai-edge: 1.2.2
     ora: ^8.0.1
     os-browserify: ^0.3.0